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liminghao0914's Projects

ce7454-final icon ce7454-final

We implement a Multifidelity-DeepONet that leverages both high-fidelity CFD simulations and real-time, low-fidelity sensor data. We also proved that Multifidelity-DeepONet has better performance compare to all the others baseline methods in our experiments.

ce7490-raid6-vm icon ce7490-raid6-vm

This project, part of CE7490 Advanced Topics in Distributed Systems, focuses on the implementation and analysis of a RAID-6 based distributed storage system.

coux icon coux

CoUX: Collaborative Visual Analysis of Think-Aloud Usability Test Videos for Digital Interfaces

deepxde icon deepxde

A library for scientific machine learning and physics-informed learning

faas-sim icon faas-sim

A framework for trace-driven simulation of serverless Function-as-a-Service platforms

fino icon fino

Android small footprint inspection tool

gan icon gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gpt-gmlp-experiments icon gpt-gmlp-experiments

The new gMLP model was proposed recently, but it was only applied to BERT. The report aims to understand whether gMLPs can perfectly replace the functionality of Tranformers in GPT and evaluate the features of gMLP announced by Liu et al..

injarctor icon injarctor

A reverse engineering tool for JAR manipulation based on javassist.

involution_gan icon involution_gan

The new involution operator was proposed recently, but it was only implemented in the discriminative models. We first associate the involution with generative adversarial networks(GAN) to explore its effectiveness in image generation problems. We use the human face dataset CelebA. The experiments show the superior performance of involution GAN over deep convolution GAN and self-attention GAN. The generated images of involution has rather saturated and smooth colors. Besides, the hyperparameters (e.g.kernel size, group, and reduction ratio) are discussed to tuning the involution layer, where reduction size is found to play an essential role. Finally, the stability issues introduced by new involution in GAN are presented.

keysim icon keysim

design and test virtual 3d keyboards.

partflow icon partflow

This software, PartFlow, is designed to support the analysis of components in mobile applications from multiple aspects and effectively helps researchers make partitioning and offloading algorithms.

revisitingcil icon revisitingcil

The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.

rustdesk icon rustdesk

The best open source remote desktop client software

trace_generation_rnn icon trace_generation_rnn

This repository contains code for the paper: Bergsma S., Zeyl T., Senderovich A., and Beck J. C., "Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks", SOSP 2021

typings icon typings

typings.gg is a sleek and modern typing test website. it support many custom themes

user-component-dataset icon user-component-dataset

This is a preliminary dataset of user component states as an assistive statistics for mobile edge computing (MEC), which is used in the published paper, li2022blockchian and will be used in more future works.

uxagent icon uxagent

ConversationalAgent-UX-Analysis Meeting Notes

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